Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 50 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.4 KiB |
| Average record size in memory | 130.6 B |
Variable types
| Text | 3 |
|---|---|
| Numeric | 11 |
| Categorical | 2 |
acousticness is highly overall correlated with loudness | High correlation |
danceability is highly overall correlated with valence | High correlation |
energy is highly overall correlated with loudness | High correlation |
loudness is highly overall correlated with acousticness and 1 other fields | High correlation |
valence is highly overall correlated with danceability | High correlation |
time_signature is highly imbalanced (59.6%) | Imbalance |
Track_ID has unique values | Unique |
Track_Name has unique values | Unique |
tempo has unique values | Unique |
duration_ms has unique values | Unique |
key has 1 (2.0%) zeros | Zeros |
instrumentalness has 22 (44.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-24 08:10:54.338846 |
|---|---|
| Analysis finished | 2023-11-24 08:11:17.607557 |
| Duration | 23.27 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
Track_ID
Text
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Characters and Unicode
| Total characters | 1100 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1eldTykrnkEBLX41bk5eMw |
|---|---|
| 2nd row | 2PWJx5FwMrMVEaTjwYait1 |
| 3rd row | 2HafqoJbgXdtjwCOvNEF14 |
| 4th row | 2ImdwbujxKFxN1UxEvf2dD |
| 5th row | 30D9x5LFgL2o9xidjX2wtE |
| Value | Count | Frequency (%) |
| 1eldtykrnkeblx41bk5emw | 1 | 2.0% |
| 31nfdeooleq7dn3umcieb5 | 1 | 2.0% |
| 1odexi7rdwc4bt515ltawj | 1 | 2.0% |
| 2hafqojbgxdtjwcovnef14 | 1 | 2.0% |
| 2imdwbujxkfxn1uxevf2dd | 1 | 2.0% |
| 30d9x5lfgl2o9xidjx2wte | 1 | 2.0% |
| 3rugc1vupkdg9czfhmur1t | 1 | 2.0% |
| 2bvjmy4mp5q1ahl0laetd6 | 1 | 2.0% |
| 5mjyqaktjmjcmkcuicqz4s | 1 | 2.0% |
| 0eznyxyu7ghzj2tn8qythj | 1 | 2.0% |
| Other values (40) | 40 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 36 | 3.3% |
| 2 | 31 | 2.8% |
| v | 30 | 2.7% |
| 5 | 26 | 2.4% |
| 3 | 26 | 2.4% |
| t | 26 | 2.4% |
| k | 25 | 2.3% |
| j | 25 | 2.3% |
| I | 23 | 2.1% |
| M | 23 | 2.1% |
| Other values (52) | 829 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 455 | |
| Uppercase Letter | 424 | |
| Decimal Number | 221 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| v | 30 | 6.6% |
| t | 26 | 5.7% |
| k | 25 | 5.5% |
| j | 25 | 5.5% |
| d | 22 | 4.8% |
| y | 22 | 4.8% |
| o | 20 | 4.4% |
| e | 19 | 4.2% |
| x | 19 | 4.2% |
| r | 19 | 4.2% |
| Other values (16) | 228 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 23 | 5.4% |
| M | 23 | 5.4% |
| D | 22 | 5.2% |
| R | 20 | 4.7% |
| F | 20 | 4.7% |
| U | 18 | 4.2% |
| K | 18 | 4.2% |
| V | 18 | 4.2% |
| N | 18 | 4.2% |
| J | 18 | 4.2% |
| Other values (16) | 226 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 36 | |
| 2 | 31 | |
| 5 | 26 | |
| 3 | 26 | |
| 6 | 21 | |
| 4 | 21 | |
| 7 | 19 | |
| 0 | 17 | |
| 9 | 14 | 6.3% |
| 8 | 10 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 879 | |
| Common | 221 | 20.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| v | 30 | 3.4% |
| t | 26 | 3.0% |
| k | 25 | 2.8% |
| j | 25 | 2.8% |
| I | 23 | 2.6% |
| M | 23 | 2.6% |
| d | 22 | 2.5% |
| y | 22 | 2.5% |
| D | 22 | 2.5% |
| o | 20 | 2.3% |
| Other values (42) | 641 |
Common
| Value | Count | Frequency (%) |
| 1 | 36 | |
| 2 | 31 | |
| 5 | 26 | |
| 3 | 26 | |
| 6 | 21 | |
| 4 | 21 | |
| 7 | 19 | |
| 0 | 17 | |
| 9 | 14 | 6.3% |
| 8 | 10 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1100 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 36 | 3.3% |
| 2 | 31 | 2.8% |
| v | 30 | 2.7% |
| 5 | 26 | 2.4% |
| 3 | 26 | 2.4% |
| t | 26 | 2.4% |
| k | 25 | 2.3% |
| j | 25 | 2.3% |
| I | 23 | 2.1% |
| M | 23 | 2.1% |
| Other values (52) | 829 |
Track_Name
Text
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
Length
| Max length | 39 |
|---|---|
| Median length | 21.5 |
| Mean length | 11.74 |
| Min length | 3 |
Characters and Unicode
| Total characters | 587 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Petit génie |
|---|---|
| 2nd row | FLASHBACK |
| 3rd row | Si No Estás |
| 4th row | LAISSE MOI |
| 5th row | Casanova |
| Value | Count | Frequency (%) |
| feat | 5 | 4.6% |
| the | 4 | 3.7% |
| love | 3 | 2.8% |
| 2 | 1.8% | |
| la | 2 | 1.8% |
| no | 2 | 1.8% |
| chemin | 2 | 1.8% |
| allemand | 1 | 0.9% |
| techno | 1 | 0.9% |
| ton | 1 | 0.9% |
| Other values (86) | 86 |
Most occurring characters
| Value | Count | Frequency (%) |
| 59 | 10.1% | |
| e | 52 | 8.9% |
| a | 46 | 7.8% |
| o | 33 | 5.6% |
| i | 33 | 5.6% |
| r | 28 | 4.8% |
| t | 26 | 4.4% |
| n | 24 | 4.1% |
| l | 17 | 2.9% |
| S | 15 | 2.6% |
| Other values (50) | 254 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 368 | |
| Uppercase Letter | 133 | 22.7% |
| Space Separator | 59 | 10.1% |
| Other Punctuation | 7 | 1.2% |
| Close Punctuation | 6 | 1.0% |
| Open Punctuation | 6 | 1.0% |
| Decimal Number | 5 | 0.9% |
| Dash Punctuation | 3 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 52 | |
| a | 46 | |
| o | 33 | 9.0% |
| i | 33 | 9.0% |
| r | 28 | 7.6% |
| t | 26 | 7.1% |
| n | 24 | 6.5% |
| l | 17 | 4.6% |
| s | 13 | 3.5% |
| u | 12 | 3.3% |
| Other values (16) | 84 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 15 | 11.3% |
| A | 14 | 10.5% |
| L | 11 | 8.3% |
| T | 9 | 6.8% |
| D | 9 | 6.8% |
| C | 8 | 6.0% |
| M | 8 | 6.0% |
| E | 8 | 6.0% |
| R | 7 | 5.3% |
| N | 6 | 4.5% |
| Other values (13) | 38 |
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5 | |
| ' | 2 | 28.6% |
Space Separator
| Value | Count | Frequency (%) |
| 59 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 6 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 6 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 501 | |
| Common | 86 | 14.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 52 | 10.4% |
| a | 46 | 9.2% |
| o | 33 | 6.6% |
| i | 33 | 6.6% |
| r | 28 | 5.6% |
| t | 26 | 5.2% |
| n | 24 | 4.8% |
| l | 17 | 3.4% |
| S | 15 | 3.0% |
| A | 14 | 2.8% |
| Other values (39) | 213 |
Common
| Value | Count | Frequency (%) |
| 59 | ||
| ) | 6 | 7.0% |
| ( | 6 | 7.0% |
| . | 5 | 5.8% |
| - | 3 | 3.5% |
| ' | 2 | 2.3% |
| 7 | 1 | 1.2% |
| 1 | 1 | 1.2% |
| 2 | 1 | 1.2% |
| 3 | 1 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 584 | |
| None | 3 | 0.5% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 59 | 10.1% | |
| e | 52 | 8.9% |
| a | 46 | 7.9% |
| o | 33 | 5.7% |
| i | 33 | 5.7% |
| r | 28 | 4.8% |
| t | 26 | 4.5% |
| n | 24 | 4.1% |
| l | 17 | 2.9% |
| S | 15 | 2.6% |
| Other values (48) | 251 |
None
| Value | Count | Frequency (%) |
| é | 2 | |
| á | 1 |
Track_Artists
Text
| Distinct | 45 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
Length
| Max length | 69 |
|---|---|
| Median length | 29.5 |
| Mean length | 17.44 |
| Min length | 7 |
Characters and Unicode
| Total characters | 872 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 42 ? |
|---|---|
| Unique (%) | 84.0% |
Sample
| 1st row | ['Jungeli', 'Imen Es', 'Alonzo', 'Abou Debeing', 'Lossa'] |
|---|---|
| 2nd row | ['Favé', 'Gazo'] |
| 3rd row | ['iñigo quintero'] |
| 4th row | ['KeBlack'] |
| 5th row | ['Soolking', 'Gazo'] |
| Value | Count | Frequency (%) |
| gazo | 6 | 5.8% |
| werenoi | 4 | 3.8% |
| tiakola | 3 | 2.9% |
| macklemore | 2 | 1.9% |
| dua | 2 | 1.9% |
| favé | 2 | 1.9% |
| sdm | 2 | 1.9% |
| ryan | 2 | 1.9% |
| lipa | 2 | 1.9% |
| lewis | 2 | 1.9% |
| Other values (76) | 77 |
Most occurring characters
| Value | Count | Frequency (%) |
| ' | 153 | |
| a | 59 | 6.8% |
| 54 | 6.2% | |
| [ | 50 | 5.7% |
| ] | 50 | 5.7% |
| e | 46 | 5.3% |
| o | 38 | 4.4% |
| i | 38 | 4.4% |
| n | 29 | 3.3% |
| , | 27 | 3.1% |
| Other values (52) | 328 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 395 | |
| Other Punctuation | 183 | |
| Uppercase Letter | 137 | 15.7% |
| Space Separator | 54 | 6.2% |
| Open Punctuation | 50 | 5.7% |
| Close Punctuation | 50 | 5.7% |
| Dash Punctuation | 2 | 0.2% |
| Decimal Number | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 59 | |
| e | 46 | |
| o | 38 | 9.6% |
| i | 38 | 9.6% |
| n | 29 | 7.3% |
| r | 24 | 6.1% |
| s | 18 | 4.6% |
| l | 17 | 4.3% |
| m | 14 | 3.5% |
| c | 13 | 3.3% |
| Other values (19) | 99 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 12 | 8.8% |
| T | 12 | 8.8% |
| D | 11 | 8.0% |
| G | 11 | 8.0% |
| L | 11 | 8.0% |
| M | 9 | 6.6% |
| K | 8 | 5.8% |
| O | 7 | 5.1% |
| N | 7 | 5.1% |
| R | 7 | 5.1% |
| Other values (14) | 42 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 153 | |
| , | 27 | 14.8% |
| " | 2 | 1.1% |
| & | 1 | 0.5% |
Space Separator
| Value | Count | Frequency (%) |
| 54 |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 50 |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 50 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 532 | |
| Common | 340 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 59 | 11.1% |
| e | 46 | 8.6% |
| o | 38 | 7.1% |
| i | 38 | 7.1% |
| n | 29 | 5.5% |
| r | 24 | 4.5% |
| s | 18 | 3.4% |
| l | 17 | 3.2% |
| m | 14 | 2.6% |
| c | 13 | 2.4% |
| Other values (43) | 236 |
Common
| Value | Count | Frequency (%) |
| ' | 153 | |
| 54 | 15.9% | |
| [ | 50 | 14.7% |
| ] | 50 | 14.7% |
| , | 27 | 7.9% |
| " | 2 | 0.6% |
| - | 2 | 0.6% |
| 2 | 1 | 0.3% |
| & | 1 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 867 | |
| None | 5 | 0.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ' | 153 | |
| a | 59 | 6.8% |
| 54 | 6.2% | |
| [ | 50 | 5.8% |
| ] | 50 | 5.8% |
| e | 46 | 5.3% |
| o | 38 | 4.4% |
| i | 38 | 4.4% |
| n | 29 | 3.3% |
| , | 27 | 3.1% |
| Other values (49) | 323 |
None
| Value | Count | Frequency (%) |
| é | 3 | |
| ö | 1 | 20.0% |
| ñ | 1 | 20.0% |
danceability
Real number (ℝ)
HIGH CORRELATION
| Distinct | 47 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6839 |
| Minimum | 0.284 |
|---|---|
| Maximum | 0.931 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.284 |
|---|---|
| 5-th percentile | 0.47335 |
| Q1 | 0.625 |
| median | 0.703 |
| Q3 | 0.76425 |
| 95-th percentile | 0.8783 |
| Maximum | 0.931 |
| Range | 0.647 |
| Interquartile range (IQR) | 0.13925 |
Descriptive statistics
| Standard deviation | 0.12982928 |
|---|---|
| Coefficient of variation (CV) | 0.18983665 |
| Kurtosis | 1.2133172 |
| Mean | 0.6839 |
| Median Absolute Deviation (MAD) | 0.071 |
| Skewness | -0.7942227 |
| Sum | 34.195 |
| Variance | 0.016855643 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 0.765 | 2 | 4.0% |
| 0.801 | 2 | 4.0% |
| 0.673 | 2 | 4.0% |
| 0.794 | 1 | 2.0% |
| 0.561 | 1 | 2.0% |
| 0.89 | 1 | 2.0% |
| 0.596 | 1 | 2.0% |
| 0.755 | 1 | 2.0% |
| 0.696 | 1 | 2.0% |
| 0.727 | 1 | 2.0% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 0.284 | 1 | |
| 0.355 | 1 | |
| 0.445 | 1 | |
| 0.508 | 1 | |
| 0.524 | 1 | |
| 0.536 | 1 | |
| 0.537 | 1 | |
| 0.545 | 1 | |
| 0.561 | 1 | |
| 0.587 | 1 |
| Value | Count | Frequency (%) |
| 0.931 | 1 | |
| 0.897 | 1 | |
| 0.89 | 1 | |
| 0.864 | 1 | |
| 0.825 | 1 | |
| 0.819 | 1 | |
| 0.801 | 2 | |
| 0.798 | 1 | |
| 0.794 | 1 | |
| 0.775 | 1 |
energy
Real number (ℝ)
HIGH CORRELATION
| Distinct | 45 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.67428 |
| Minimum | 0.29 |
|---|---|
| Maximum | 0.927 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.29 |
|---|---|
| 5-th percentile | 0.4327 |
| Q1 | 0.59575 |
| median | 0.675 |
| Q3 | 0.7565 |
| 95-th percentile | 0.85535 |
| Maximum | 0.927 |
| Range | 0.637 |
| Interquartile range (IQR) | 0.16075 |
Descriptive statistics
| Standard deviation | 0.12978051 |
|---|---|
| Coefficient of variation (CV) | 0.19247273 |
| Kurtosis | 0.67256126 |
| Mean | 0.67428 |
| Median Absolute Deviation (MAD) | 0.082 |
| Skewness | -0.48824127 |
| Sum | 33.714 |
| Variance | 0.016842981 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 0.717 | 3 | 6.0% |
| 0.675 | 2 | 4.0% |
| 0.593 | 2 | 4.0% |
| 0.604 | 2 | 4.0% |
| 0.636 | 1 | 2.0% |
| 0.793 | 1 | 2.0% |
| 0.725 | 1 | 2.0% |
| 0.863 | 1 | 2.0% |
| 0.555 | 1 | 2.0% |
| 0.722 | 1 | 2.0% |
| Other values (35) | 35 |
| Value | Count | Frequency (%) |
| 0.29 | 1 | |
| 0.421 | 1 | |
| 0.43 | 1 | |
| 0.436 | 1 | |
| 0.523 | 1 | |
| 0.537 | 1 | |
| 0.555 | 1 | |
| 0.556 | 1 | |
| 0.564 | 1 | |
| 0.578 | 1 |
| Value | Count | Frequency (%) |
| 0.927 | 1 | |
| 0.924 | 1 | |
| 0.863 | 1 | |
| 0.846 | 1 | |
| 0.845 | 1 | |
| 0.832 | 1 | |
| 0.824 | 1 | |
| 0.808 | 1 | |
| 0.793 | 1 | |
| 0.789 | 1 |
key
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 24.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.76 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 1 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5.5 |
| Q3 | 9.75 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 7.75 |
Descriptive statistics
| Standard deviation | 3.7501565 |
|---|---|
| Coefficient of variation (CV) | 0.65106883 |
| Kurtosis | -1.526969 |
| Mean | 5.76 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | 0.11320633 |
| Sum | 288 |
| Variance | 14.063673 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 11 | 8 | |
| 1 | 7 | |
| 2 | 6 | |
| 10 | 5 | |
| 3 | 5 | |
| 4 | 4 | |
| 6 | 3 | 6.0% |
| 7 | 3 | 6.0% |
| 9 | 3 | 6.0% |
| 8 | 3 | 6.0% |
| Other values (2) | 3 | 6.0% |
| Value | Count | Frequency (%) |
| 0 | 1 | 2.0% |
| 1 | 7 | |
| 2 | 6 | |
| 3 | 5 | |
| 4 | 4 | |
| 5 | 2 | 4.0% |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 3 | |
| 9 | 3 |
| Value | Count | Frequency (%) |
| 11 | 8 | |
| 10 | 5 | |
| 9 | 3 | 6.0% |
| 8 | 3 | 6.0% |
| 7 | 3 | 6.0% |
| 6 | 3 | 6.0% |
| 5 | 2 | 4.0% |
| 4 | 4 | |
| 3 | 5 | |
| 2 | 6 |
loudness
Real number (ℝ)
HIGH CORRELATION
| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.24744 |
| Minimum | -9.475 |
|---|---|
| Maximum | -3.145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 50 |
| Negative (%) | 100.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | -9.475 |
|---|---|
| 5-th percentile | -8.59745 |
| Q1 | -7.73475 |
| median | -6.3665 |
| Q3 | -4.743 |
| 95-th percentile | -3.43945 |
| Maximum | -3.145 |
| Range | 6.33 |
| Interquartile range (IQR) | 2.99175 |
Descriptive statistics
| Standard deviation | 1.7429652 |
|---|---|
| Coefficient of variation (CV) | -0.2789887 |
| Kurtosis | -1.1877609 |
| Mean | -6.24744 |
| Median Absolute Deviation (MAD) | 1.509 |
| Skewness | 0.12006331 |
| Sum | -312.372 |
| Variance | 3.0379276 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| -5.932 | 2 | 4.0% |
| -4.93 | 1 | 2.0% |
| -4.818 | 1 | 2.0% |
| -4.666 | 1 | 2.0% |
| -5.213 | 1 | 2.0% |
| -4.929 | 1 | 2.0% |
| -7.752 | 1 | 2.0% |
| -3.495 | 1 | 2.0% |
| -6.72 | 1 | 2.0% |
| -5.84 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| -9.475 | 1 | |
| -8.72 | 1 | |
| -8.651 | 1 | |
| -8.532 | 1 | |
| -8.461 | 1 | |
| -8.438 | 1 | |
| -8.307 | 1 | |
| -8.251 | 1 | |
| -8.182 | 1 | |
| -7.932 | 1 |
| Value | Count | Frequency (%) |
| -3.145 | 1 | |
| -3.18 | 1 | |
| -3.394 | 1 | |
| -3.495 | 1 | |
| -3.546 | 1 | |
| -4.175 | 1 | |
| -4.265 | 1 | |
| -4.409 | 1 | |
| -4.468 | 1 | |
| -4.568 | 1 |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 50 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 12 | 24.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 12 | 24.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 12 | 24.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 12 | 24.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 12 | 24.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 12 | 24.0% |
speechiness
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.123854 |
| Minimum | 0.0277 |
|---|---|
| Maximum | 0.811 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.0277 |
|---|---|
| 5-th percentile | 0.030855 |
| Q1 | 0.042325 |
| median | 0.07365 |
| Q3 | 0.16 |
| 95-th percentile | 0.32695 |
| Maximum | 0.811 |
| Range | 0.7833 |
| Interquartile range (IQR) | 0.117675 |
Descriptive statistics
| Standard deviation | 0.13483357 |
|---|---|
| Coefficient of variation (CV) | 1.0886493 |
| Kurtosis | 13.137322 |
| Mean | 0.123854 |
| Median Absolute Deviation (MAD) | 0.03925 |
| Skewness | 3.0902983 |
| Sum | 6.1927 |
| Variance | 0.018180093 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0.16 | 2 | 4.0% |
| 0.25 | 1 | 2.0% |
| 0.196 | 1 | 2.0% |
| 0.0722 | 1 | 2.0% |
| 0.133 | 1 | 2.0% |
| 0.0469 | 1 | 2.0% |
| 0.0414 | 1 | 2.0% |
| 0.233 | 1 | 2.0% |
| 0.0755 | 1 | 2.0% |
| 0.152 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 0.0277 | 1 | |
| 0.0285 | 1 | |
| 0.03 | 1 | |
| 0.0319 | 1 | |
| 0.0335 | 1 | |
| 0.0337 | 1 | |
| 0.0338 | 1 | |
| 0.035 | 1 | |
| 0.0353 | 1 | |
| 0.0375 | 1 |
| Value | Count | Frequency (%) |
| 0.811 | 1 | |
| 0.391 | 1 | |
| 0.349 | 1 | |
| 0.3 | 1 | |
| 0.28 | 1 | |
| 0.25 | 1 | |
| 0.233 | 1 | |
| 0.22 | 1 | |
| 0.21 | 1 | |
| 0.208 | 1 |
acousticness
Real number (ℝ)
HIGH CORRELATION
| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2818342 |
| Minimum | 0.001 |
|---|---|
| Maximum | 0.881 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.0034625 |
| Q1 | 0.071875 |
| median | 0.2445 |
| Q3 | 0.38175 |
| 95-th percentile | 0.82865 |
| Maximum | 0.881 |
| Range | 0.88 |
| Interquartile range (IQR) | 0.309875 |
Descriptive statistics
| Standard deviation | 0.25088934 |
|---|---|
| Coefficient of variation (CV) | 0.89020189 |
| Kurtosis | 0.22279057 |
| Mean | 0.2818342 |
| Median Absolute Deviation (MAD) | 0.16805 |
| Skewness | 0.98057524 |
| Sum | 14.09171 |
| Variance | 0.06294546 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0.256 | 2 | 4.0% |
| 0.103 | 1 | 2.0% |
| 0.151 | 1 | 2.0% |
| 0.0378 | 1 | 2.0% |
| 0.00989 | 1 | 2.0% |
| 0.246 | 1 | 2.0% |
| 0.0673 | 1 | 2.0% |
| 0.0856 | 1 | 2.0% |
| 0.354 | 1 | 2.0% |
| 0.221 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 0.001 | 1 | |
| 0.00257 | 1 | |
| 0.00335 | 1 | |
| 0.0036 | 1 | |
| 0.00989 | 1 | |
| 0.011 | 1 | |
| 0.0207 | 1 | |
| 0.0267 | 1 | |
| 0.0297 | 1 | |
| 0.0311 | 1 |
| Value | Count | Frequency (%) |
| 0.881 | 1 | |
| 0.873 | 1 | |
| 0.83 | 1 | |
| 0.827 | 1 | |
| 0.701 | 1 | |
| 0.695 | 1 | |
| 0.677 | 1 | |
| 0.508 | 1 | |
| 0.463 | 1 | |
| 0.457 | 1 |
instrumentalness
Real number (ℝ)
ZEROS
| Distinct | 28 |
|---|---|
| Distinct (%) | 56.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0022205184 |
| Minimum | 0 |
|---|---|
| Maximum | 0.0711 |
| Zeros | 22 |
| Zeros (%) | 44.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.92 × 10-6 |
| Q3 | 0.000441 |
| 95-th percentile | 0.003762 |
| Maximum | 0.0711 |
| Range | 0.0711 |
| Interquartile range (IQR) | 0.000441 |
Descriptive statistics
| Standard deviation | 0.010260074 |
|---|---|
| Coefficient of variation (CV) | 4.620576 |
| Kurtosis | 43.766806 |
| Mean | 0.0022205184 |
| Median Absolute Deviation (MAD) | 2.92 × 10-6 |
| Skewness | 6.4890449 |
| Sum | 0.11102592 |
| Variance | 0.00010526912 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 0.000441 | 2 | 4.0% |
| 1.24 × 10-5 | 1 | 2.0% |
| 0.00013 | 1 | 2.0% |
| 0.00138 | 1 | 2.0% |
| 0.000498 | 1 | 2.0% |
| 1.9 × 10-5 | 1 | 2.0% |
| 0.00258 | 1 | 2.0% |
| 1.99 × 10-6 | 1 | 2.0% |
| 1.65 × 10-5 | 1 | 2.0% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 1.66 × 10-6 | 1 | 2.0% |
| 1.79 × 10-6 | 1 | 2.0% |
| 1.99 × 10-6 | 1 | 2.0% |
| 3.85 × 10-6 | 1 | 2.0% |
| 4.63 × 10-6 | 1 | 2.0% |
| 1.01 × 10-5 | 1 | 2.0% |
| 1.24 × 10-5 | 1 | 2.0% |
| 1.65 × 10-5 | 1 | 2.0% |
| 1.9 × 10-5 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 0.0711 | 1 | |
| 0.0171 | 1 | |
| 0.00378 | 1 | |
| 0.00374 | 1 | |
| 0.00274 | 1 | |
| 0.00258 | 1 | |
| 0.00197 | 1 | |
| 0.00195 | 1 | |
| 0.00153 | 1 | |
| 0.00144 | 1 |
liveness
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.131494 |
| Minimum | 0.0566 |
|---|---|
| Maximum | 0.363 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.0566 |
|---|---|
| 5-th percentile | 0.066705 |
| Q1 | 0.095925 |
| median | 0.113 |
| Q3 | 0.137 |
| 95-th percentile | 0.2663 |
| Maximum | 0.363 |
| Range | 0.3064 |
| Interquartile range (IQR) | 0.041075 |
Descriptive statistics
| Standard deviation | 0.064240563 |
|---|---|
| Coefficient of variation (CV) | 0.48854368 |
| Kurtosis | 4.2856838 |
| Mean | 0.131494 |
| Median Absolute Deviation (MAD) | 0.0181 |
| Skewness | 2.0233472 |
| Sum | 6.5747 |
| Variance | 0.00412685 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 0.113 | 3 | 6.0% |
| 0.137 | 2 | 4.0% |
| 0.123 | 2 | 4.0% |
| 0.106 | 2 | 4.0% |
| 0.0748 | 1 | 2.0% |
| 0.0954 | 1 | 2.0% |
| 0.0683 | 1 | 2.0% |
| 0.296 | 1 | 2.0% |
| 0.159 | 1 | 2.0% |
| 0.0896 | 1 | 2.0% |
| Other values (35) | 35 |
| Value | Count | Frequency (%) |
| 0.0566 | 1 | |
| 0.058 | 1 | |
| 0.0654 | 1 | |
| 0.0683 | 1 | |
| 0.0748 | 1 | |
| 0.0771 | 1 | |
| 0.0896 | 1 | |
| 0.0924 | 1 | |
| 0.093 | 1 | |
| 0.0944 | 1 |
| Value | Count | Frequency (%) |
| 0.363 | 1 | |
| 0.329 | 1 | |
| 0.296 | 1 | |
| 0.23 | 1 | |
| 0.219 | 1 | |
| 0.217 | 1 | |
| 0.207 | 1 | |
| 0.196 | 1 | |
| 0.167 | 1 | |
| 0.159 | 1 |
valence
Real number (ℝ)
HIGH CORRELATION
| Distinct | 48 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.560918 |
| Minimum | 0.0859 |
|---|---|
| Maximum | 0.967 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.0859 |
|---|---|
| 5-th percentile | 0.21835 |
| Q1 | 0.425 |
| median | 0.5535 |
| Q3 | 0.7395 |
| 95-th percentile | 0.8615 |
| Maximum | 0.967 |
| Range | 0.8811 |
| Interquartile range (IQR) | 0.3145 |
Descriptive statistics
| Standard deviation | 0.2056915 |
|---|---|
| Coefficient of variation (CV) | 0.36670512 |
| Kurtosis | -0.42170509 |
| Mean | 0.560918 |
| Median Absolute Deviation (MAD) | 0.1515 |
| Skewness | -0.20493815 |
| Sum | 28.0459 |
| Variance | 0.042308993 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 0.601 | 2 | 4.0% |
| 0.434 | 2 | 4.0% |
| 0.775 | 1 | 2.0% |
| 0.856 | 1 | 2.0% |
| 0.762 | 1 | 2.0% |
| 0.66 | 1 | 2.0% |
| 0.569 | 1 | 2.0% |
| 0.519 | 1 | 2.0% |
| 0.392 | 1 | 2.0% |
| 0.83 | 1 | 2.0% |
| Other values (38) | 38 |
| Value | Count | Frequency (%) |
| 0.0859 | 1 | |
| 0.131 | 1 | |
| 0.199 | 1 | |
| 0.242 | 1 | |
| 0.279 | 1 | |
| 0.303 | 1 | |
| 0.324 | 1 | |
| 0.363 | 1 | |
| 0.371 | 1 | |
| 0.381 | 1 |
| Value | Count | Frequency (%) |
| 0.967 | 1 | |
| 0.88 | 1 | |
| 0.866 | 1 | |
| 0.856 | 1 | |
| 0.846 | 1 | |
| 0.844 | 1 | |
| 0.83 | 1 | |
| 0.775 | 1 | |
| 0.762 | 1 | |
| 0.758 | 1 |
tempo
Real number (ℝ)
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 123.52714 |
| Minimum | 72.494 |
|---|---|
| Maximum | 196.007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 72.494 |
|---|---|
| 5-th percentile | 79.8095 |
| Q1 | 105.58525 |
| median | 125.0185 |
| Q3 | 139.523 |
| 95-th percentile | 165.9546 |
| Maximum | 196.007 |
| Range | 123.513 |
| Interquartile range (IQR) | 33.93775 |
Descriptive statistics
| Standard deviation | 26.836837 |
|---|---|
| Coefficient of variation (CV) | 0.21725458 |
| Kurtosis | 0.039347773 |
| Mean | 123.52714 |
| Median Absolute Deviation (MAD) | 15.9365 |
| Skewness | 0.16171266 |
| Sum | 6176.357 |
| Variance | 720.21584 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 126.032 | 1 | 2.0% |
| 138.065 | 1 | 2.0% |
| 101.005 | 1 | 2.0% |
| 117.999 | 1 | 2.0% |
| 122.004 | 1 | 2.0% |
| 150.134 | 1 | 2.0% |
| 117.119 | 1 | 2.0% |
| 117.187 | 1 | 2.0% |
| 91.452 | 1 | 2.0% |
| 74.977 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 72.494 | 1 | |
| 74.977 | 1 | |
| 79.301 | 1 | |
| 80.431 | 1 | |
| 82.024 | 1 | |
| 88.038 | 1 | |
| 91.452 | 1 | |
| 92.475 | 1 | |
| 93.384 | 1 | |
| 98.224 | 1 |
| Value | Count | Frequency (%) |
| 196.007 | 1 | |
| 169.982 | 1 | |
| 168.345 | 1 | |
| 163.033 | 1 | |
| 162.106 | 1 | |
| 159.92 | 1 | |
| 150.134 | 1 | |
| 150.002 | 1 | |
| 146.097 | 1 | |
| 141.938 | 1 |
duration_ms
Real number (ℝ)
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189715.5 |
| Minimum | 131872 |
|---|---|
| Maximum | 258432 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 131872 |
|---|---|
| 5-th percentile | 144694.2 |
| Q1 | 171649.5 |
| median | 183194 |
| Q3 | 211803 |
| 95-th percentile | 243064 |
| Maximum | 258432 |
| Range | 126560 |
| Interquartile range (IQR) | 40153.5 |
Descriptive statistics
| Standard deviation | 31644.858 |
|---|---|
| Coefficient of variation (CV) | 0.16680165 |
| Kurtosis | -0.43394535 |
| Mean | 189715.5 |
| Median Absolute Deviation (MAD) | 18340 |
| Skewness | 0.40375097 |
| Sum | 9485775 |
| Variance | 1.001397 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 217260 | 1 | 2.0% |
| 225137 | 1 | 2.0% |
| 188485 | 1 | 2.0% |
| 166529 | 1 | 2.0% |
| 171211 | 1 | 2.0% |
| 156413 | 1 | 2.0% |
| 189618 | 1 | 2.0% |
| 200256 | 1 | 2.0% |
| 212093 | 1 | 2.0% |
| 175947 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 131872 | 1 | |
| 132359 | 1 | |
| 143265 | 1 | |
| 146441 | 1 | |
| 147788 | 1 | |
| 152547 | 1 | |
| 155905 | 1 | |
| 156413 | 1 | |
| 162840 | 1 | |
| 165507 | 1 |
| Value | Count | Frequency (%) |
| 258432 | 1 | |
| 255160 | 1 | |
| 244360 | 1 | |
| 241480 | 1 | |
| 240413 | 1 | |
| 238653 | 1 | |
| 237160 | 1 | |
| 230480 | 1 | |
| 225137 | 1 | |
| 217260 | 1 |
time_signature
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
| 4 | |
|---|---|
| 3 | 4 |
| 1 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 50 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 44 | |
| 3 | 4 | 8.0% |
| 1 | 2 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 44 | |
| 3 | 4 | 8.0% |
| 1 | 2 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 44 | |
| 3 | 4 | 8.0% |
| 1 | 2 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 44 | |
| 3 | 4 | 8.0% |
| 1 | 2 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 44 | |
| 3 | 4 | 8.0% |
| 1 | 2 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 44 | |
| 3 | 4 | 8.0% |
| 1 | 2 | 4.0% |
| acousticness | danceability | duration_ms | energy | instrumentalness | key | liveness | loudness | mode | speechiness | tempo | time_signature | valence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | 0.017 | 0.158 | -0.496 | -0.083 | 0.086 | 0.147 | -0.517 | 0.018 | 0.059 | -0.042 | 0.079 | -0.184 |
| danceability | 0.017 | 1.000 | -0.216 | 0.031 | 0.073 | -0.074 | 0.244 | 0.115 | 0.000 | 0.367 | -0.291 | 0.174 | 0.616 |
| duration_ms | 0.158 | -0.216 | 1.000 | -0.209 | -0.063 | -0.119 | 0.078 | -0.083 | 0.000 | 0.023 | -0.170 | 0.133 | -0.238 |
| energy | -0.496 | 0.031 | -0.209 | 1.000 | 0.059 | -0.002 | -0.088 | 0.672 | 0.000 | -0.129 | -0.022 | 0.000 | 0.308 |
| instrumentalness | -0.083 | 0.073 | -0.063 | 0.059 | 1.000 | -0.029 | 0.087 | 0.059 | 0.000 | -0.071 | 0.165 | 0.000 | -0.161 |
| key | 0.086 | -0.074 | -0.119 | -0.002 | -0.029 | 1.000 | 0.249 | -0.112 | 0.113 | 0.134 | 0.015 | 0.000 | -0.240 |
| liveness | 0.147 | 0.244 | 0.078 | -0.088 | 0.087 | 0.249 | 1.000 | -0.023 | 0.000 | 0.107 | -0.066 | 0.000 | 0.034 |
| loudness | -0.517 | 0.115 | -0.083 | 0.672 | 0.059 | -0.112 | -0.023 | 1.000 | 0.000 | -0.331 | -0.064 | 0.000 | 0.189 |
| mode | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.113 | 0.000 | 0.000 | 1.000 | -0.258 | 0.185 | 0.000 | -0.084 |
| speechiness | 0.059 | 0.367 | 0.023 | -0.129 | -0.071 | 0.134 | 0.107 | -0.331 | -0.258 | 1.000 | -0.059 | 0.466 | 0.236 |
| tempo | -0.042 | -0.291 | -0.170 | -0.022 | 0.165 | 0.015 | -0.066 | -0.064 | 0.185 | -0.059 | 1.000 | 0.119 | -0.058 |
| time_signature | 0.079 | 0.174 | 0.133 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.466 | 0.119 | 1.000 | 0.059 |
| valence | -0.184 | 0.616 | -0.238 | 0.308 | -0.161 | -0.240 | 0.034 | 0.189 | -0.084 | 0.236 | -0.058 | 0.059 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Track_ID | Track_Name | Track_Artists | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | time_signature | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1eldTykrnkEBLX41bk5eMw | Petit génie | ['Jungeli', 'Imen Es', 'Alonzo', 'Abou Debeing', 'Lossa'] | 0.794 | 0.578 | 1 | -5.932 | 0 | 0.2500 | 0.103 | 0.000012 | 0.3630 | 0.967 | 126.032 | 217260 | 4 |
| 1 | 2PWJx5FwMrMVEaTjwYait1 | FLASHBACK | ['Favé', 'Gazo'] | 0.762 | 0.564 | 6 | -6.934 | 0 | 0.0880 | 0.390 | 0.000000 | 0.0654 | 0.744 | 141.938 | 176120 | 4 |
| 2 | 2HafqoJbgXdtjwCOvNEF14 | Si No Estás | ['iñigo quintero'] | 0.537 | 0.421 | 5 | -8.720 | 1 | 0.0285 | 0.827 | 0.000000 | 0.1380 | 0.524 | 98.224 | 184061 | 4 |
| 3 | 2ImdwbujxKFxN1UxEvf2dD | LAISSE MOI | ['KeBlack'] | 0.765 | 0.717 | 10 | -7.877 | 0 | 0.3490 | 0.456 | 0.000010 | 0.1260 | 0.695 | 120.025 | 168620 | 4 |
| 4 | 30D9x5LFgL2o9xidjX2wtE | Casanova | ['Soolking', 'Gazo'] | 0.801 | 0.832 | 7 | -4.579 | 0 | 0.2080 | 0.677 | 0.000029 | 0.1170 | 0.758 | 132.044 | 189091 | 4 |
| 5 | 3rUGC1vUpkDG9CZFHMur1t | greedy | ['Tate McRae'] | 0.750 | 0.733 | 6 | -3.180 | 0 | 0.0319 | 0.256 | 0.000000 | 0.1140 | 0.844 | 111.018 | 131872 | 1 |
| 6 | 2BvjmY4Mp5q1AHL0laetd6 | Saiyan | ["Heuss L'enfoiré", 'Gazo'] | 0.775 | 0.808 | 7 | -4.568 | 0 | 0.0353 | 0.353 | 0.000042 | 0.2070 | 0.638 | 125.013 | 189840 | 4 |
| 7 | 5mjYQaktjmjcMKcUIcqz4s | Strangers | ['Kenya Grace'] | 0.628 | 0.523 | 11 | -8.307 | 0 | 0.0946 | 0.701 | 0.002740 | 0.2190 | 0.416 | 169.982 | 172965 | 4 |
| 8 | 0EzNyXyU7gHzj2TN8qYThj | Bolide allemand | ['SDM'] | 0.718 | 0.643 | 4 | -7.473 | 0 | 0.1600 | 0.441 | 0.000000 | 0.1130 | 0.645 | 131.825 | 176747 | 4 |
| 9 | 24JrEVHDfohup0ypuOV7os | Laboratoire | ['Werenoi'] | 0.801 | 0.604 | 5 | -6.525 | 0 | 0.2100 | 0.463 | 0.003780 | 0.1110 | 0.534 | 125.024 | 162840 | 4 |
| Track_ID | Track_Name | Track_Artists | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | time_signature | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 7d391WfC0HtftRcetDFQUy | Nouvelles | ['PLK'] | 0.536 | 0.655 | 11 | -7.636 | 0 | 0.2200 | 0.0110 | 0.000498 | 0.1060 | 0.434 | 196.007 | 179653 | 4 |
| 41 | 3D29kjUyWxsT3jUUTtARVQ | DIE | ['Gazo'] | 0.695 | 0.630 | 8 | -7.160 | 0 | 0.0350 | 0.2290 | 0.000000 | 0.1180 | 0.550 | 130.968 | 240413 | 4 |
| 42 | 7A2DyRIqqelhZ4caPJMaFI | Urus | ['Favé'] | 0.710 | 0.712 | 11 | -7.436 | 0 | 0.3000 | 0.0297 | 0.001380 | 0.0975 | 0.596 | 162.106 | 147788 | 4 |
| 43 | 656vbT8JKkVx7g1yG12L89 | Avec Toi | ['OBOY'] | 0.661 | 0.666 | 10 | -5.932 | 0 | 0.0277 | 0.4570 | 0.000000 | 0.1300 | 0.381 | 92.475 | 193813 | 4 |
| 44 | 22dUzMFttcR3uU17NcOAIv | Desire (with Sam Smith) | ['Calvin Harris', 'Sam Smith'] | 0.587 | 0.924 | 11 | -5.433 | 0 | 0.0457 | 0.0311 | 0.017100 | 0.2300 | 0.509 | 140.009 | 179162 | 4 |
| 45 | 1HCbElP3lfeVIjHvANkroy | CODE BARRE | ['Lacrim'] | 0.524 | 0.846 | 11 | -7.874 | 0 | 0.8110 | 0.3360 | 0.000000 | 0.0924 | 0.510 | 79.301 | 241480 | 1 |
| 46 | 7tChNCtleS9bUPD4uDXvJf | Le feu | ['Kendji Girac', 'Vianney'] | 0.667 | 0.746 | 1 | -4.175 | 1 | 0.0451 | 0.2610 | 0.000000 | 0.0566 | 0.549 | 88.038 | 237160 | 4 |
| 47 | 66TAAKeoOD0cFpVRug9IXZ | Demain | ['PLK'] | 0.726 | 0.675 | 1 | -8.251 | 1 | 0.1600 | 0.2720 | 0.000000 | 0.1210 | 0.846 | 137.954 | 183013 | 4 |
| 48 | 07fbDnkKdZGk1gLvknxrns | RUNAWAY | ['OneRepublic'] | 0.624 | 0.684 | 3 | -5.507 | 0 | 0.0513 | 0.0336 | 0.000000 | 0.0771 | 0.750 | 163.033 | 143265 | 4 |
| 49 | 22skzmqfdWrjJylampe0kt | Can't Hold Us (feat. Ray Dalton) | ['Macklemore & Ryan Lewis', 'Macklemore', 'Ryan Lewis', 'Ray Dalton'] | 0.633 | 0.927 | 2 | -4.468 | 1 | 0.0839 | 0.0267 | 0.000000 | 0.0986 | 0.880 | 146.097 | 258432 | 4 |